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A narrow forecasting model scoped to risk assessment alone — no platform, no migration, no six-month rollout. Aimed at construction estimators, starting from data the business already produces.
In short: Risk Scorer for Construction Estimators is a forecasting model aimed at construction estimators, covering risk assessment. It scores 75/100 on AltF Ideas, carried by moat (94) and held back by open field (43). Typical pricing is $2.0k–$40k per customer per year, with a first version reachable in about a quarter for $16k–$36k.
Construction teams lose risk scored by whoever is free that afternoon. In most construction businesses this job has never had software written for it. Most operators assume this is simply the cost of doing business.
Point a forecasting model at risk assessment, and let people review output instead of producing it. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.5B |
|---|---|
| Category growth (CAGR) | 20% |
| Annual contract value | $2.0k – $40k |
| Pricing model | Usage-based |
| Time to first revenue | 42 days |
| Startup cost to MVP | $16k – $36k |
| Build effort | ~1 quarter |
Forecasting that used to need a data team now runs on off-the-shelf models. Construction is growing at roughly 20% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
The buying cycle is slower than the build, so runway assumptions matter more than code.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow